Integrative Clustering for Heterogeneous Biomedical Datasets

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Documentation for package ‘clusternomics’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

clusterSizes	Estimate sizes of clusters from global cluster assignments.
coclusteringMatrix	Compute the posterior co-clustering matrix from global cluster assignments.
contextCluster	Clusternomics: Context-dependent clustering
empiricalBayesPrior	Fit an empirical Bayes prior to the data
generatePrior	Generate a basic prior distribution for the datasets.
generateTestData_1D	Generate simulated 1D dataset for testing
generateTestData_2D	Generate simulated 2D dataset for testing
numberOfClusters	Estimate number of clusters from global cluster assignments.